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Class-specific image denoising using importance sampling

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Image Processing (ICIP)

Authors: Milad Niknejad | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/icip.2017.8296480 Actions

Class-specific poisson denoising by patch-based importance sampling

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Image Processing (ICIP)

Authors: Milad Niknejad | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/icip.2017.8296481 Actions

Scene-Adapted plug-and-play algorithm with convergence guarantees

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Afonso M. Teodoro | Jose M. Bioucas-Dias | Mario A. T. Figueiredo

https://doi.org/10.1109/mlsp.2017.8168194 Actions

Fast hyperspectral unmixing in presence of sparse multiple scattering nonlinearities

PROCEEDINGS ARTICLE published March 2017 in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Abderrahim Halimi | Jose Bioucas-Dias | Nicolas Dobigeon | Gerald S. Buller | Steve McLaughlin

https://doi.org/10.1109/icassp.2017.7952729 Actions

Spatial-spectral hyperspectral image compressive sensing

PROCEEDINGS ARTICLE published July 2017 in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Authors: Gabriel Martin | Jose M. Bioucas-Dias

https://doi.org/10.1109/igarss.2017.8127874 Actions

Hyperspectral image denoising based on global and non-local low-rank factorizations

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Image Processing (ICIP)

Authors: Lina Zhuang | Jose M. Bioucas-Dias

https://doi.org/10.1109/icip.2017.8296612 Actions

Sparse signal recovery from compressed measurements using hybrid particle swarm optimization

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)

Authors: Hassaan Haider | Jawad Ali Shah | Shahid Ikram | Idris Abd Latif

https://doi.org/10.1109/icsipa.2017.8120649 Actions

A fast proximal splitting algorithm for constrained TGV-regularized image restoration

PROCEEDINGS ARTICLE published July 2017 in 2017 36th Chinese Control Conference (CCC)

Authors: Chuan He | Lianxiong Liu | Xiaofei Zhu | Naixin Qi | Changhua Hu

https://doi.org/10.23919/chicc.2017.8028234 Actions

Improving point cloud to surface reconstruction with generalized Tikhonov regularization

PROCEEDINGS ARTICLE published October 2017 in 2017 IEEE 19th International Workshop on Multimedia Signal Processing (MMSP)

Authors: Andre F. R. Guarda | Jose M. Bioucas-Dias | Nuno M. M. Rodrigues | Fernando Pereira

https://doi.org/10.1109/mmsp.2017.8122287 Actions

Hyperspectral image inpainting based on low-rank representation: A case study on Tiangong-1 data

PROCEEDINGS ARTICLE published July 2017 in 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS)

Authors: Dan Yao | Lina Zhuang | Lianru Gao | Bing Zhang | Jose M. Bioucas-Dias

https://doi.org/10.1109/igarss.2017.8127730 Actions

Real-time signal frequency analysis in variable speed drives using the sparse fast Fourier transform (sFFT)

PROCEEDINGS ARTICLE published March 2017 in 2017 IEEE International Conference on Industrial Technology (ICIT)

Authors: Mehanathan Pathmanathan | Luca Peretti

https://doi.org/10.1109/icit.2017.7915507 Actions

Blind image deblurring using class-adapted image priors

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Image Processing (ICIP)

Authors: Marina Ljubenovic | Mario A. T. Figueiredo

https://doi.org/10.1109/icip.2017.8296329 Actions

Synthesis versus analysis in patch-based image priors

PROCEEDINGS ARTICLE published March 2017 in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Mario A. T. Figueiredo

https://doi.org/10.1109/icassp.2017.7952374 Actions

Constrained least squares filter and wave atom transform using cycle spinning for image restoration

PROCEEDINGS ARTICLE published August 2017 in 2017 IEEE International Conference on Signal Processing, Informatics, Communication and Energy Systems (SPICES)

Authors: S Shruthi | K G Satheeshkumar

https://doi.org/10.1109/spices.2017.8091334 Actions

Fast sparse recovery for any RIP-1 matrix

PROCEEDINGS ARTICLE published March 2017 in 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

Authors: Eric Price

https://doi.org/10.1109/icassp.2017.7953384 Actions

Image Retrieval Based on Hierarchical Locally Constrained Diffusion Process

PROCEEDINGS ARTICLE published August 2017 in 2017 IEEE International Conference on Big Knowledge (ICBK)

Authors: Xianhua Zeng | Meng Hu | Suwen Zhu

https://doi.org/10.1109/icbk.2017.45 Actions

Text to image generative model using constrained embedding space mapping

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE 27th International Workshop on Machine Learning for Signal Processing (MLSP)

Authors: Subhajit Chaudhury | Sakyasingha Dasgupta | Asim Munawar | Md A. Salam Khan | Ryuki Tachibana

https://doi.org/10.1109/mlsp.2017.8168111 Actions

Joint design for AN-aided transmission and power splitting in secrecy MIMO SWIPT channel using alternating optimization

PROCEEDINGS ARTICLE published October 2017 in 2017 IEEE International Conference on Signal Processing, Communications and Computing (ICSPCC)

Authors: Hehao Niu | Bangning Zhang | Daoxing Guo | Mingyue Lu

https://doi.org/10.1109/icspcc.2017.8242405 Actions

Multi-agent constrained optimization of a strongly convex function

PROCEEDINGS ARTICLE published November 2017 in 2017 IEEE Global Conference on Signal and Information Processing (GlobalSIP)

Authors: Erfan Yazdandoost Hamedani | Necdet Serhat Aybat

https://doi.org/10.1109/globalsip.2017.8309021 Actions

Predicting dengue cases by aggregation of climate variable using manifold learning

PROCEEDINGS ARTICLE published September 2017 in 2017 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)

Authors: Shermon S. Mathulamuthu | Vijanth S. Asirvadam | Sarat C. Dass | Balvinder S. Gill

https://doi.org/10.1109/icsipa.2017.8120670 Actions
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